U-RSNet: An unsupervised probabilistic model for joint registration and segmentation.
Liang QiuHongliang RenPublished in: Neurocomputing (2021)
Keyphrases
- probabilistic model
- joint segmentation
- variational framework
- mr brain
- text segmentation
- fully unsupervised
- level set
- image registration
- brain mr images
- image segmentation
- registration process
- multimodal images
- segmentation method
- unsupervised learning
- mr brain images
- medical image data
- medical images
- cardiac mri
- image analysis
- multi atlas
- intensity distribution
- bayesian image segmentation
- language model
- automatic registration
- region growing
- medical image registration
- atlas based segmentation
- probabilistic atlas
- bayesian networks
- point cloud
- registration accuracy
- supervised learning
- edge detection
- segmentation algorithm
- deformable shapes
- mr images
- medical imaging
- volumetric images
- fully automatic
- tissue segmentation
- brain atlas
- image pairs
- image volumes
- shape prior
- object segmentation
- deformation field
- registration framework
- normalized cut
- brain mri
- statistical shape model
- deformable registration